Leo Lanzetta was born in Philadelphia, Pennsylvania in 1895. Leo had five other brothers, with whom he formed the bootlegging and drug trafficking Lanzetta Brothers gang. He and his brothers were also called "the Lanzetti brothers" (due to incorrect documentation and newspaper retrieving incorrect information).